Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 281 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.2 MiB |
| Average record size in memory | 336.0 B |
Variable types
| Numeric | 29 |
|---|---|
| DateTime | 2 |
| Categorical | 11 |
MOBILENO_AVL_FLAG has constant value "1" | Constant |
AVERAGE_ACCT_AGE has a high cardinality: 112 distinct values | High cardinality |
CREDIT_HISTORY_LENGTH has a high cardinality: 187 distinct values | High cardinality |
DISBURSED_AMOUNT is highly correlated with ASSET_COST | High correlation |
ASSET_COST is highly correlated with DISBURSED_AMOUNT | High correlation |
AADHAR_FLAG is highly correlated with VOTERID_FLAG | High correlation |
VOTERID_FLAG is highly correlated with AADHAR_FLAG | High correlation |
PRI_NO_OF_ACCTS is highly correlated with PRI_ACTIVE_ACCTS and 1 other fields | High correlation |
PRI_ACTIVE_ACCTS is highly correlated with PRI_NO_OF_ACCTS and 1 other fields | High correlation |
PRI_CURRENT_BALANCE is highly correlated with PRI_SANCTIONED_AMOUNT and 1 other fields | High correlation |
PRI_SANCTIONED_AMOUNT is highly correlated with PRI_CURRENT_BALANCE and 1 other fields | High correlation |
PRI_DISBURSED_AMOUNT is highly correlated with PRI_CURRENT_BALANCE and 1 other fields | High correlation |
SEC_NO_OF_ACCTS is highly correlated with SEC_ACTIVE_ACCTS and 1 other fields | High correlation |
SEC_ACTIVE_ACCTS is highly correlated with SEC_NO_OF_ACCTS and 1 other fields | High correlation |
SEC_OVERDUE_ACCTS is highly correlated with SEC_NO_OF_ACCTS and 1 other fields | High correlation |
SEC_CURRENT_BALANCE is highly correlated with SEC_SANCTIONED_AMOUNT and 1 other fields | High correlation |
SEC_SANCTIONED_AMOUNT is highly correlated with SEC_CURRENT_BALANCE and 1 other fields | High correlation |
SEC_DISBURSED_AMOUNT is highly correlated with SEC_CURRENT_BALANCE and 1 other fields | High correlation |
NEW_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with PRI_NO_OF_ACCTS and 1 other fields | High correlation |
DISBURSED_AMOUNT is highly correlated with ASSET_COST | High correlation |
ASSET_COST is highly correlated with DISBURSED_AMOUNT | High correlation |
AADHAR_FLAG is highly correlated with VOTERID_FLAG | High correlation |
VOTERID_FLAG is highly correlated with AADHAR_FLAG | High correlation |
PERFORM_CNS_SCORE is highly correlated with PRI_NO_OF_ACCTS and 5 other fields | High correlation |
PRI_NO_OF_ACCTS is highly correlated with PERFORM_CNS_SCORE and 6 other fields | High correlation |
PRI_ACTIVE_ACCTS is highly correlated with PERFORM_CNS_SCORE and 6 other fields | High correlation |
PRI_CURRENT_BALANCE is highly correlated with PERFORM_CNS_SCORE and 6 other fields | High correlation |
PRI_SANCTIONED_AMOUNT is highly correlated with PERFORM_CNS_SCORE and 6 other fields | High correlation |
PRI_DISBURSED_AMOUNT is highly correlated with PERFORM_CNS_SCORE and 6 other fields | High correlation |
SEC_NO_OF_ACCTS is highly correlated with SEC_ACTIVE_ACCTS and 5 other fields | High correlation |
SEC_ACTIVE_ACCTS is highly correlated with SEC_NO_OF_ACCTS and 5 other fields | High correlation |
SEC_OVERDUE_ACCTS is highly correlated with SEC_NO_OF_ACCTS and 4 other fields | High correlation |
SEC_CURRENT_BALANCE is highly correlated with SEC_NO_OF_ACCTS and 5 other fields | High correlation |
SEC_SANCTIONED_AMOUNT is highly correlated with SEC_NO_OF_ACCTS and 5 other fields | High correlation |
SEC_DISBURSED_AMOUNT is highly correlated with SEC_NO_OF_ACCTS and 5 other fields | High correlation |
PRIMARY_INSTAL_AMT is highly correlated with PERFORM_CNS_SCORE and 5 other fields | High correlation |
SEC_INSTAL_AMT is highly correlated with SEC_NO_OF_ACCTS and 4 other fields | High correlation |
NEW_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with PRI_NO_OF_ACCTS and 4 other fields | High correlation |
df_index is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
UNIQUEID is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
DISBURSED_AMOUNT is highly correlated with ASSET_COST and 18 other fields | High correlation |
ASSET_COST is highly correlated with DISBURSED_AMOUNT and 18 other fields | High correlation |
LTV is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
BRANCH_ID is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
SUPPLIER_ID is highly correlated with MOBILENO_AVL_FLAG and 18 other fields | High correlation |
MANUFACTURER_ID is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
CURRENT_PINCODE_ID is highly correlated with MOBILENO_AVL_FLAG and 18 other fields | High correlation |
STATE_ID is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
EMPLOYEE_CODE_ID is highly correlated with MOBILENO_AVL_FLAG and 17 other fields | High correlation |
MOBILENO_AVL_FLAG is highly correlated with df_index and 27 other fields | High correlation |
AADHAR_FLAG is highly correlated with df_index and 27 other fields | High correlation |
PAN_FLAG is highly correlated with df_index and 27 other fields | High correlation |
VOTERID_FLAG is highly correlated with df_index and 27 other fields | High correlation |
DRIVING_FLAG is highly correlated with df_index and 27 other fields | High correlation |
PASSPORT_FLAG is highly correlated with df_index and 27 other fields | High correlation |
PERFORM_CNS_SCORE is highly correlated with PRI_OVERDUE_ACCTS and 10 other fields | High correlation |
PRI_NO_OF_ACCTS is highly correlated with PRI_OVERDUE_ACCTS and 10 other fields | High correlation |
PRI_ACTIVE_ACCTS is highly correlated with PRI_OVERDUE_ACCTS and 10 other fields | High correlation |
PRI_OVERDUE_ACCTS is highly correlated with df_index and 29 other fields | High correlation |
PRI_CURRENT_BALANCE is highly correlated with SEC_NO_OF_ACCTS and 9 other fields | High correlation |
PRI_SANCTIONED_AMOUNT is highly correlated with SEC_NO_OF_ACCTS and 9 other fields | High correlation |
PRI_DISBURSED_AMOUNT is highly correlated with SEC_NO_OF_ACCTS and 9 other fields | High correlation |
SEC_NO_OF_ACCTS is highly correlated with df_index and 33 other fields | High correlation |
SEC_ACTIVE_ACCTS is highly correlated with df_index and 32 other fields | High correlation |
SEC_OVERDUE_ACCTS is highly correlated with df_index and 33 other fields | High correlation |
SEC_CURRENT_BALANCE is highly correlated with df_index and 32 other fields | High correlation |
SEC_SANCTIONED_AMOUNT is highly correlated with df_index and 33 other fields | High correlation |
SEC_DISBURSED_AMOUNT is highly correlated with df_index and 32 other fields | High correlation |
PRIMARY_INSTAL_AMT is highly correlated with SUPPLIER_ID and 8 other fields | High correlation |
SEC_INSTAL_AMT is highly correlated with df_index and 34 other fields | High correlation |
NEW_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with df_index and 24 other fields | High correlation |
DELINQUENT_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with df_index and 34 other fields | High correlation |
NO_OF_INQUIRIES is highly correlated with df_index and 34 other fields | High correlation |
LOAN_DEFAULT is highly correlated with df_index and 30 other fields | High correlation |
BRANCH_ID is highly correlated with SUPPLIER_ID and 2 other fields | High correlation |
SEC_CURRENT_BALANCE is highly correlated with SEC_DISBURSED_AMOUNT and 2 other fields | High correlation |
PRIMARY_INSTAL_AMT is highly correlated with PRI_NO_OF_ACCTS | High correlation |
SEC_DISBURSED_AMOUNT is highly correlated with SEC_CURRENT_BALANCE and 1 other fields | High correlation |
SUPPLIER_ID is highly correlated with BRANCH_ID | High correlation |
SEC_ACTIVE_ACCTS is highly correlated with SEC_OVERDUE_ACCTS and 2 other fields | High correlation |
LOAN_DEFAULT is highly correlated with EMPLOYMENT_TYPE and 1 other fields | High correlation |
PRI_ACTIVE_ACCTS is highly correlated with PRI_SANCTIONED_AMOUNT and 4 other fields | High correlation |
EMPLOYMENT_TYPE is highly correlated with LOAN_DEFAULT | High correlation |
DISBURSAL_DATE is highly correlated with UNIQUEID | High correlation |
LTV is highly correlated with DISBURSED_AMOUNT | High correlation |
ASSET_COST is highly correlated with DISBURSED_AMOUNT and 1 other fields | High correlation |
PRI_SANCTIONED_AMOUNT is highly correlated with PRI_ACTIVE_ACCTS and 2 other fields | High correlation |
SEC_OVERDUE_ACCTS is highly correlated with SEC_ACTIVE_ACCTS and 2 other fields | High correlation |
VOTERID_FLAG is highly correlated with STATE_ID and 1 other fields | High correlation |
PRI_DISBURSED_AMOUNT is highly correlated with PRI_ACTIVE_ACCTS and 2 other fields | High correlation |
PERFORM_CNS_SCORE is highly correlated with LOAN_DEFAULT and 1 other fields | High correlation |
STATE_ID is highly correlated with BRANCH_ID and 3 other fields | High correlation |
UNIQUEID is highly correlated with DISBURSAL_DATE | High correlation |
CURRENT_PINCODE_ID is highly correlated with BRANCH_ID and 2 other fields | High correlation |
PRI_OVERDUE_ACCTS is highly correlated with PRI_CURRENT_BALANCE and 1 other fields | High correlation |
SEC_NO_OF_ACCTS is highly correlated with SEC_ACTIVE_ACCTS and 2 other fields | High correlation |
NEW_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with PRI_ACTIVE_ACCTS and 1 other fields | High correlation |
AADHAR_FLAG is highly correlated with VOTERID_FLAG and 2 other fields | High correlation |
DISBURSED_AMOUNT is highly correlated with LTV and 2 other fields | High correlation |
SEC_SANCTIONED_AMOUNT is highly correlated with SEC_CURRENT_BALANCE and 1 other fields | High correlation |
MANUFACTURER_ID is highly correlated with ASSET_COST and 1 other fields | High correlation |
PRI_CURRENT_BALANCE is highly correlated with PRI_ACTIVE_ACCTS and 3 other fields | High correlation |
PRI_NO_OF_ACCTS is highly correlated with PRIMARY_INSTAL_AMT and 2 other fields | High correlation |
DELINQUENT_ACCTS_IN_LAST_SIX_MONTHS is highly correlated with SEC_ACTIVE_ACCTS and 4 other fields | High correlation |
PERFORM_CNS_SCORE_DESCRIPTION is highly correlated with PERFORM_CNS_SCORE | High correlation |
SEC_INSTAL_AMT is highly correlated with SEC_CURRENT_BALANCE and 1 other fields | High correlation |
MOBILENO_AVL_FLAG is highly correlated with EMPLOYMENT_TYPE and 7 other fields | High correlation |
EMPLOYMENT_TYPE is highly correlated with MOBILENO_AVL_FLAG | High correlation |
PASSPORT_FLAG is highly correlated with MOBILENO_AVL_FLAG | High correlation |
PAN_FLAG is highly correlated with MOBILENO_AVL_FLAG | High correlation |
AADHAR_FLAG is highly correlated with MOBILENO_AVL_FLAG and 1 other fields | High correlation |
DRIVING_FLAG is highly correlated with MOBILENO_AVL_FLAG | High correlation |
LOAN_DEFAULT is highly correlated with MOBILENO_AVL_FLAG | High correlation |
PERFORM_CNS_SCORE_DESCRIPTION is highly correlated with MOBILENO_AVL_FLAG | High correlation |
VOTERID_FLAG is highly correlated with MOBILENO_AVL_FLAG and 1 other fields | High correlation |
EMPLOYMENT_TYPE has 281 (2.8%) missing values | Missing |
SEC_NO_OF_ACCTS is highly skewed (γ1 = 28.48033388) | Skewed |
SEC_ACTIVE_ACCTS is highly skewed (γ1 = 22.40878643) | Skewed |
SEC_OVERDUE_ACCTS is highly skewed (γ1 = 23.86177536) | Skewed |
SEC_CURRENT_BALANCE is highly skewed (γ1 = 46.91407737) | Skewed |
SEC_SANCTIONED_AMOUNT is highly skewed (γ1 = 42.77652496) | Skewed |
SEC_DISBURSED_AMOUNT is highly skewed (γ1 = 42.90236866) | Skewed |
PRIMARY_INSTAL_AMT is highly skewed (γ1 = 29.58056146) | Skewed |
SEC_INSTAL_AMT is highly skewed (γ1 = 34.50502137) | Skewed |
df_index has unique values | Unique |
UNIQUEID has unique values | Unique |
PERFORM_CNS_SCORE has 4954 (49.5%) zeros | Zeros |
PRI_NO_OF_ACCTS has 4954 (49.5%) zeros | Zeros |
PRI_ACTIVE_ACCTS has 5804 (58.0%) zeros | Zeros |
PRI_OVERDUE_ACCTS has 8832 (88.3%) zeros | Zeros |
PRI_CURRENT_BALANCE has 6016 (60.2%) zeros | Zeros |
PRI_SANCTIONED_AMOUNT has 5859 (58.6%) zeros | Zeros |
PRI_DISBURSED_AMOUNT has 5863 (58.6%) zeros | Zeros |
SEC_NO_OF_ACCTS has 9738 (97.4%) zeros | Zeros |
SEC_ACTIVE_ACCTS has 9822 (98.2%) zeros | Zeros |
SEC_OVERDUE_ACCTS has 9927 (99.3%) zeros | Zeros |
SEC_CURRENT_BALANCE has 9850 (98.5%) zeros | Zeros |
SEC_SANCTIONED_AMOUNT has 9824 (98.2%) zeros | Zeros |
SEC_DISBURSED_AMOUNT has 9826 (98.3%) zeros | Zeros |
PRIMARY_INSTAL_AMT has 6776 (67.8%) zeros | Zeros |
SEC_INSTAL_AMT has 9895 (99.0%) zeros | Zeros |
NEW_ACCTS_IN_LAST_SIX_MONTHS has 7737 (77.4%) zeros | Zeros |
DELINQUENT_ACCTS_IN_LAST_SIX_MONTHS has 9182 (91.8%) zeros | Zeros |
NO_OF_INQUIRIES has 8624 (86.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-08-02 18:53:31.986041 |
|---|---|
| Analysis finished | 2021-08-02 18:55:41.971210 |
| Duration | 2 minutes and 9.99 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66189.8121 |
| Minimum | 0 |
|---|---|
| Maximum | 133151 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6762.65 |
| Q1 | 33606.75 |
| median | 65566.5 |
| Q3 | 99043.5 |
| 95-th percentile | 126227.15 |
| Maximum | 133151 |
| Range | 133151 |
| Interquartile range (IQR) | 65436.75 |
Descriptive statistics
| Standard deviation | 38166.35733 |
|---|---|
| Coefficient of variation (CV) | 0.5766198168 |
| Kurtosis | -1.181553658 |
| Mean | 66189.8121 |
| Median Absolute Deviation (MAD) | 32743.5 |
| Skewness | 0.0202609615 |
| Sum | 661898121 |
| Variance | 1456670832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27628 | 1 | < 0.1% |
| 44096 | 1 | < 0.1% |
| 4537 | 1 | < 0.1% |
| 18185 | 1 | < 0.1% |
| 58783 | 1 | < 0.1% |
| 71277 | 1 | < 0.1% |
| 73186 | 1 | < 0.1% |
| 10171 | 1 | < 0.1% |
| 59181 | 1 | < 0.1% |
| 89923 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 23 | 1 | |
| 33 | 1 | |
| 35 | 1 | |
| 70 | 1 | |
| 87 | 1 | |
| 89 | 1 | |
| 110 | 1 | |
| 115 | 1 | |
| 119 | 1 |
| Value | Count | Frequency (%) |
| 133151 | 1 | |
| 133148 | 1 | |
| 133141 | 1 | |
| 133137 | 1 | |
| 133120 | 1 | |
| 133112 | 1 | |
| 133098 | 1 | |
| 133069 | 1 | |
| 133047 | 1 | |
| 133024 | 1 |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 534957.3848 |
| Minimum | 417465 |
|---|---|
| Maximum | 658669 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 417465 |
|---|---|
| 5-th percentile | 427691.5 |
| Q1 | 475017.75 |
| median | 535230.5 |
| Q3 | 595294.5 |
| 95-th percentile | 642466.35 |
| Maximum | 658669 |
| Range | 241204 |
| Interquartile range (IQR) | 120276.75 |
Descriptive statistics
| Standard deviation | 68956.5145 |
|---|---|
| Coefficient of variation (CV) | 0.1289009489 |
| Kurtosis | -1.215227603 |
| Mean | 534957.3848 |
| Median Absolute Deviation (MAD) | 60098.5 |
| Skewness | 0.005476677063 |
| Sum | 5349573848 |
| Variance | 4755000893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 573637 | 1 | < 0.1% |
| 603047 | 1 | < 0.1% |
| 575247 | 1 | < 0.1% |
| 515504 | 1 | < 0.1% |
| 576058 | 1 | < 0.1% |
| 506023 | 1 | < 0.1% |
| 589170 | 1 | < 0.1% |
| 544296 | 1 | < 0.1% |
| 421254 | 1 | < 0.1% |
| 427094 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 417465 | 1 | |
| 417529 | 1 | |
| 417583 | 1 | |
| 417586 | 1 | |
| 417587 | 1 | |
| 417637 | 1 | |
| 417650 | 1 | |
| 417669 | 1 | |
| 417674 | 1 | |
| 417684 | 1 |
| Value | Count | Frequency (%) |
| 658669 | 1 | |
| 658658 | 1 | |
| 658653 | 1 | |
| 654066 | 1 | |
| 654009 | 1 | |
| 653962 | 1 | |
| 653954 | 1 | |
| 653950 | 1 | |
| 653943 | 1 | |
| 653934 | 1 |
DISBURSED_AMOUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3447 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54271.6716 |
| Minimum | 13664 |
|---|---|
| Maximum | 153318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 13664 |
|---|---|
| 5-th percentile | 35362.1 |
| Q1 | 47153.5 |
| median | 53728.5 |
| Q3 | 60263 |
| 95-th percentile | 73717 |
| Maximum | 153318 |
| Range | 139654 |
| Interquartile range (IQR) | 13109.5 |
Descriptive statistics
| Standard deviation | 12304.73889 |
|---|---|
| Coefficient of variation (CV) | 0.2267248922 |
| Kurtosis | 3.205153982 |
| Mean | 54271.6716 |
| Median Absolute Deviation (MAD) | 6564.5 |
| Skewness | 0.7942214938 |
| Sum | 542716716 |
| Variance | 151406599.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48349 | 105 | 1.1% |
| 55259 | 91 | 0.9% |
| 52303 | 89 | 0.9% |
| 47349 | 87 | 0.9% |
| 51303 | 84 | 0.8% |
| 53303 | 75 | 0.8% |
| 46349 | 73 | 0.7% |
| 57259 | 72 | 0.7% |
| 50303 | 72 | 0.7% |
| 45349 | 62 | 0.6% |
| Other values (3437) | 9190 |
| Value | Count | Frequency (%) |
| 13664 | 2 | |
| 14140 | 1 | |
| 14930 | 1 | |
| 15619 | 1 | |
| 15910 | 1 | |
| 16500 | 1 | |
| 16619 | 1 | |
| 17239 | 1 | |
| 17634 | 1 | |
| 17739 | 1 |
| Value | Count | Frequency (%) |
| 153318 | 1 | |
| 140523 | 1 | |
| 132531 | 1 | |
| 130499 | 1 | |
| 129598 | 1 | |
| 127103 | 1 | |
| 123208 | 1 | |
| 121238 | 1 | |
| 118618 | 1 | |
| 118328 | 1 |
| Distinct | 7347 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75604.0799 |
| Minimum | 38055 |
|---|---|
| Maximum | 247078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 38055 |
|---|---|
| 5-th percentile | 58411.4 |
| Q1 | 65581.75 |
| median | 70828 |
| Q3 | 78987.25 |
| 95-th percentile | 109300.2 |
| Maximum | 247078 |
| Range | 209023 |
| Interquartile range (IQR) | 13405.5 |
Descriptive statistics
| Standard deviation | 17978.81777 |
|---|---|
| Coefficient of variation (CV) | 0.2378022164 |
| Kurtosis | 8.657291011 |
| Mean | 75604.0799 |
| Median Absolute Deviation (MAD) | 6172 |
| Skewness | 2.379476488 |
| Sum | 756040799 |
| Variance | 323237888.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72000 | 32 | 0.3% |
| 68000 | 32 | 0.3% |
| 75000 | 28 | 0.3% |
| 67000 | 27 | 0.3% |
| 77000 | 23 | 0.2% |
| 69000 | 21 | 0.2% |
| 66000 | 20 | 0.2% |
| 63000 | 20 | 0.2% |
| 70000 | 19 | 0.2% |
| 73000 | 19 | 0.2% |
| Other values (7337) | 9759 |
| Value | Count | Frequency (%) |
| 38055 | 1 | |
| 38752 | 1 | |
| 39217 | 1 | |
| 39536 | 1 | |
| 40167 | 1 | |
| 40175 | 2 | |
| 40600 | 1 | |
| 40700 | 1 | |
| 40768 | 1 | |
| 40893 | 1 |
| Value | Count | Frequency (%) |
| 247078 | 1 | |
| 206518 | 1 | |
| 199371 | 1 | |
| 196451 | 1 | |
| 190960 | 1 | |
| 189130 | 1 | |
| 188134 | 1 | |
| 185531 | 1 | |
| 180661 | 1 | |
| 180000 | 1 |
| Distinct | 3461 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.867973 |
| Minimum | 16.6 |
|---|---|
| Maximum | 94.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 16.6 |
|---|---|
| 5-th percentile | 52.998 |
| Q1 | 69.125 |
| median | 76.87 |
| Q3 | 83.52 |
| 95-th percentile | 89.34 |
| Maximum | 94.99 |
| Range | 78.39 |
| Interquartile range (IQR) | 14.395 |
Descriptive statistics
| Standard deviation | 11.24117739 |
|---|---|
| Coefficient of variation (CV) | 0.1501466774 |
| Kurtosis | 1.444502947 |
| Mean | 74.867973 |
| Median Absolute Deviation (MAD) | 7.11 |
| Skewness | -1.089845353 |
| Sum | 748679.73 |
| Variance | 126.364069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85 | 208 | 2.1% |
| 84.99 | 51 | 0.5% |
| 79.99 | 28 | 0.3% |
| 79.9 | 23 | 0.2% |
| 84.95 | 19 | 0.2% |
| 74.93 | 18 | 0.2% |
| 79.92 | 18 | 0.2% |
| 74.99 | 17 | 0.2% |
| 80 | 17 | 0.2% |
| 84.96 | 17 | 0.2% |
| Other values (3451) | 9584 |
| Value | Count | Frequency (%) |
| 16.6 | 1 | |
| 18.08 | 1 | |
| 21.8 | 1 | |
| 22.66 | 1 | |
| 22.76 | 1 | |
| 22.79 | 1 | |
| 23.72 | 1 | |
| 23.76 | 1 | |
| 24.2 | 1 | |
| 26.88 | 1 |
| Value | Count | Frequency (%) |
| 94.99 | 1 | < 0.1% |
| 94.95 | 1 | < 0.1% |
| 94.92 | 3 | |
| 94.91 | 1 | < 0.1% |
| 94.88 | 2 | |
| 94.85 | 1 | < 0.1% |
| 94.82 | 1 | < 0.1% |
| 94.81 | 1 | < 0.1% |
| 94.8 | 2 | |
| 94.78 | 1 | < 0.1% |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.8098 |
| Minimum | 1 |
|---|---|
| Maximum | 261 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 61 |
| Q3 | 121 |
| 95-th percentile | 249.05 |
| Maximum | 261 |
| Range | 260 |
| Interquartile range (IQR) | 107 |
Descriptive statistics
| Standard deviation | 70.32340693 |
|---|---|
| Coefficient of variation (CV) | 0.965850846 |
| Kurtosis | 0.3227596022 |
| Mean | 72.8098 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 1.049010129 |
| Sum | 728098 |
| Variance | 4945.381562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 546 | 5.5% |
| 67 | 446 | 4.5% |
| 3 | 413 | 4.1% |
| 5 | 398 | 4.0% |
| 36 | 382 | 3.8% |
| 34 | 375 | 3.8% |
| 136 | 334 | 3.3% |
| 16 | 276 | 2.8% |
| 19 | 246 | 2.5% |
| 18 | 229 | 2.3% |
| Other values (72) | 6355 |
| Value | Count | Frequency (%) |
| 1 | 228 | |
| 2 | 546 | |
| 3 | 413 | |
| 5 | 398 | |
| 7 | 138 | 1.4% |
| 8 | 145 | 1.5% |
| 9 | 102 | 1.0% |
| 10 | 192 | 1.9% |
| 11 | 198 | 2.0% |
| 13 | 137 | 1.4% |
| Value | Count | Frequency (%) |
| 261 | 9 | 0.1% |
| 260 | 16 | 0.2% |
| 259 | 17 | 0.2% |
| 258 | 18 | 0.2% |
| 257 | 46 | 0.5% |
| 255 | 62 | 0.6% |
| 254 | 70 | 0.7% |
| 251 | 184 | |
| 250 | 78 | |
| 249 | 47 | 0.5% |
| Distinct | 1991 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19677.8876 |
| Minimum | 12312 |
|---|---|
| Maximum | 24793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 12312 |
|---|---|
| 5-th percentile | 14180 |
| Q1 | 16574.75 |
| median | 20335 |
| Q3 | 23029.75 |
| 95-th percentile | 24130 |
| Maximum | 24793 |
| Range | 12481 |
| Interquartile range (IQR) | 6455 |
Descriptive statistics
| Standard deviation | 3497.881366 |
|---|---|
| Coefficient of variation (CV) | 0.1777569543 |
| Kurtosis | -1.476533659 |
| Mean | 19677.8876 |
| Median Absolute Deviation (MAD) | 3090 |
| Skewness | -0.1766516394 |
| Sum | 196778876 |
| Variance | 12235174.05 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18317 | 65 | 0.7% |
| 21980 | 58 | 0.6% |
| 17980 | 51 | 0.5% |
| 18532 | 50 | 0.5% |
| 15694 | 50 | 0.5% |
| 15663 | 50 | 0.5% |
| 14234 | 50 | 0.5% |
| 14145 | 48 | 0.5% |
| 22727 | 46 | 0.5% |
| 21124 | 45 | 0.4% |
| Other values (1981) | 9487 |
| Value | Count | Frequency (%) |
| 12312 | 2 | < 0.1% |
| 12374 | 6 | |
| 12441 | 5 | |
| 12456 | 4 | |
| 12500 | 2 | < 0.1% |
| 12797 | 3 | |
| 12842 | 1 | < 0.1% |
| 12878 | 1 | < 0.1% |
| 13131 | 2 | < 0.1% |
| 13295 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24793 | 1 | < 0.1% |
| 24777 | 1 | < 0.1% |
| 24770 | 3 | |
| 24761 | 1 | < 0.1% |
| 24754 | 1 | < 0.1% |
| 24745 | 2 | |
| 24744 | 1 | < 0.1% |
| 24728 | 2 | |
| 24727 | 1 | < 0.1% |
| 24721 | 1 | < 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.2577 |
| Minimum | 45 |
|---|---|
| Maximum | 145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 48 |
| median | 86 |
| Q3 | 86 |
| 95-th percentile | 86 |
| Maximum | 145 |
| Range | 100 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 22.35396297 |
|---|---|
| Coefficient of variation (CV) | 0.3227650207 |
| Kurtosis | -0.6984929472 |
| Mean | 69.2577 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 0.3982010136 |
| Sum | 692577 |
| Variance | 499.6996607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 4694 | |
| 45 | 2423 | |
| 51 | 1128 | 11.3% |
| 48 | 735 | 7.3% |
| 120 | 448 | 4.5% |
| 49 | 440 | 4.4% |
| 67 | 95 | 0.9% |
| 145 | 37 | 0.4% |
| Value | Count | Frequency (%) |
| 45 | 2423 | |
| 48 | 735 | 7.3% |
| 49 | 440 | 4.4% |
| 51 | 1128 | 11.3% |
| 67 | 95 | 0.9% |
| 86 | 4694 | |
| 120 | 448 | 4.5% |
| 145 | 37 | 0.4% |
| Value | Count | Frequency (%) |
| 145 | 37 | 0.4% |
| 120 | 448 | 4.5% |
| 86 | 4694 | |
| 67 | 95 | 0.9% |
| 51 | 1128 | 11.3% |
| 49 | 440 | 4.4% |
| 48 | 735 | 7.3% |
| 45 | 2423 |
| Distinct | 3141 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3402.1104 |
| Minimum | 2 |
|---|---|
| Maximum | 7333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 231 |
| Q1 | 1514 |
| median | 2964 |
| Q3 | 5681 |
| 95-th percentile | 6940.05 |
| Maximum | 7333 |
| Range | 7331 |
| Interquartile range (IQR) | 4167 |
Descriptive statistics
| Standard deviation | 2240.517613 |
|---|---|
| Coefficient of variation (CV) | 0.658566992 |
| Kurtosis | -1.286981438 |
| Mean | 3402.1104 |
| Median Absolute Deviation (MAD) | 1915 |
| Skewness | 0.2704608709 |
| Sum | 34021104 |
| Variance | 5019919.173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2578 | 91 | 0.9% |
| 1446 | 80 | 0.8% |
| 2989 | 55 | 0.5% |
| 2943 | 43 | 0.4% |
| 1515 | 38 | 0.4% |
| 2378 | 37 | 0.4% |
| 2790 | 35 | 0.4% |
| 1794 | 35 | 0.4% |
| 1509 | 34 | 0.3% |
| 2782 | 34 | 0.3% |
| Other values (3131) | 9518 |
| Value | Count | Frequency (%) |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 5 | 0.1% |
| 5 | 13 | |
| 6 | 5 | 0.1% |
| 7 | 7 | |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7333 | 2 | |
| 7331 | 2 | |
| 7328 | 1 | |
| 7324 | 1 | |
| 7321 | 1 | |
| 7315 | 2 | |
| 7311 | 1 | |
| 7308 | 1 | |
| 7304 | 1 | |
| 7302 | 2 |
DATE_OF_BIRTH
Date
| Distinct | 5213 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| Minimum | 1949-09-15 00:00:00 |
|---|---|
| Maximum | 2000-09-24 00:00:00 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 281 |
| Missing (%) | 2.8% |
| Memory size | 78.2 KiB |
| Self employed | |
|---|---|
| Salaried |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 10.83568268 |
| Min length | 8 |
Characters and Unicode
| Total characters | 105312 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Salaried |
|---|---|
| 2nd row | Self employed |
| 3rd row | Salaried |
| 4th row | Self employed |
| 5th row | Self employed |
Common Values
| Value | Count | Frequency (%) |
| Self employed | 5512 | |
| Salaried | 4207 | |
| (Missing) | 281 | 2.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| self | 5512 | |
| employed | 5512 | |
| salaried | 4207 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20743 | |
| l | 15231 | |
| S | 9719 | |
| d | 9719 | |
| a | 8414 | |
| f | 5512 | 5.2% |
| 5512 | 5.2% | |
| m | 5512 | 5.2% |
| p | 5512 | 5.2% |
| o | 5512 | 5.2% |
| Other values (3) | 13926 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 90081 | |
| Uppercase Letter | 9719 | 9.2% |
| Space Separator | 5512 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 20743 | |
| l | 15231 | |
| d | 9719 | |
| a | 8414 | |
| f | 5512 | 6.1% |
| m | 5512 | 6.1% |
| p | 5512 | 6.1% |
| o | 5512 | 6.1% |
| y | 5512 | 6.1% |
| r | 4207 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9719 |
Space Separator
| Value | Count | Frequency (%) |
| 5512 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 99800 | |
| Common | 5512 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 20743 | |
| l | 15231 | |
| S | 9719 | |
| d | 9719 | |
| a | 8414 | |
| f | 5512 | 5.5% |
| m | 5512 | 5.5% |
| p | 5512 | 5.5% |
| o | 5512 | 5.5% |
| y | 5512 | 5.5% |
| Other values (2) | 8414 |
Common
| Value | Count | Frequency (%) |
| 5512 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105312 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 20743 | |
| l | 15231 | |
| S | 9719 | |
| d | 9719 | |
| a | 8414 | |
| f | 5512 | 5.2% |
| 5512 | 5.2% | |
| m | 5512 | 5.2% |
| p | 5512 | 5.2% |
| o | 5512 | 5.2% |
| Other values (3) | 13926 |
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| Minimum | 2018-08-01 00:00:00 |
|---|---|
| Maximum | 2018-10-31 00:00:00 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2421 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.463146822 |
|---|---|
| Coefficient of variation (CV) | 0.6162779888 |
| Kurtosis | -0.3300524869 |
| Mean | 7.2421 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8171253758 |
| Sum | 72421 |
| Variance | 19.91967956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1960 | |
| 3 | 1449 | |
| 6 | 1404 | |
| 13 | 776 | 7.8% |
| 9 | 680 | 6.8% |
| 8 | 628 | 6.3% |
| 5 | 440 | 4.4% |
| 14 | 400 | 4.0% |
| 1 | 389 | 3.9% |
| 11 | 300 | 3.0% |
| Other values (12) | 1574 |
| Value | Count | Frequency (%) |
| 1 | 389 | 3.9% |
| 2 | 179 | 1.8% |
| 3 | 1449 | |
| 4 | 1960 | |
| 5 | 440 | 4.4% |
| 6 | 1404 | |
| 7 | 281 | 2.8% |
| 8 | 628 | 6.3% |
| 9 | 680 | 6.8% |
| 10 | 145 | 1.5% |
| Value | Count | Frequency (%) |
| 22 | 2 | < 0.1% |
| 21 | 9 | 0.1% |
| 20 | 10 | 0.1% |
| 19 | 45 | 0.4% |
| 18 | 210 | 2.1% |
| 17 | 159 | 1.6% |
| 16 | 127 | 1.3% |
| 15 | 209 | 2.1% |
| 14 | 400 | |
| 13 | 776 |
| Distinct | 2645 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1569.318 |
| Minimum | 1 |
|---|---|
| Maximum | 3775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 157.9 |
| Q1 | 740 |
| median | 1478 |
| Q3 | 2393 |
| 95-th percentile | 3188.05 |
| Maximum | 3775 |
| Range | 3774 |
| Interquartile range (IQR) | 1653 |
Descriptive statistics
| Standard deviation | 972.7128304 |
|---|---|
| Coefficient of variation (CV) | 0.6198315641 |
| Kurtosis | -1.07329135 |
| Mean | 1569.318 |
| Median Absolute Deviation (MAD) | 807 |
| Skewness | 0.2150110121 |
| Sum | 15693180 |
| Variance | 946170.2505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 31 | 0.3% |
| 2546 | 31 | 0.3% |
| 2153 | 22 | 0.2% |
| 845 | 21 | 0.2% |
| 620 | 21 | 0.2% |
| 2601 | 19 | 0.2% |
| 628 | 18 | 0.2% |
| 1831 | 18 | 0.2% |
| 1439 | 17 | 0.2% |
| 1946 | 17 | 0.2% |
| Other values (2635) | 9785 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 3 | 8 | |
| 4 | 2 | < 0.1% |
| 5 | 4 | |
| 7 | 4 | |
| 9 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 6 | |
| 12 | 4 | |
| 15 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3775 | 1 | |
| 3765 | 1 | |
| 3760 | 1 | |
| 3759 | 1 | |
| 3753 | 1 | |
| 3740 | 1 | |
| 3725 | 2 | |
| 3723 | 1 | |
| 3721 | 1 | |
| 3720 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 10000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10000 |
AADHAR_FLAG
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0 | 1598 | 16.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | 745 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 745 | 7.4% |
VOTERID_FLAG
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8552 | |
| 1 | 1448 | 14.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | 223 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9777 | |
| 1 | 223 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 | 25 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9975 | |
| 1 | 25 | 0.2% |
| Distinct | 464 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 293.6837 |
| Minimum | 0 |
|---|---|
| Maximum | 879 |
| Zeros | 4954 |
| Zeros (%) | 49.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 679 |
| 95-th percentile | 825 |
| Maximum | 879 |
| Range | 879 |
| Interquartile range (IQR) | 679 |
Descriptive statistics
| Standard deviation | 338.6778902 |
|---|---|
| Coefficient of variation (CV) | 1.15320629 |
| Kurtosis | -1.656769508 |
| Mean | 293.6837 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.4183197866 |
| Sum | 2936837 |
| Variance | 114702.7133 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4954 | |
| 738 | 364 | 3.6% |
| 300 | 362 | 3.6% |
| 825 | 320 | 3.2% |
| 15 | 170 | 1.7% |
| 763 | 155 | 1.6% |
| 17 | 154 | 1.5% |
| 16 | 126 | 1.3% |
| 708 | 102 | 1.0% |
| 737 | 95 | 0.9% |
| Other values (454) | 3198 |
| Value | Count | Frequency (%) |
| 0 | 4954 | |
| 14 | 30 | 0.3% |
| 15 | 170 | 1.7% |
| 16 | 126 | 1.3% |
| 17 | 154 | 1.5% |
| 18 | 65 | 0.7% |
| 300 | 362 | 3.6% |
| 302 | 1 | < 0.1% |
| 305 | 6 | 0.1% |
| 306 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 879 | 2 | < 0.1% |
| 873 | 1 | < 0.1% |
| 870 | 1 | < 0.1% |
| 858 | 1 | < 0.1% |
| 853 | 4 | < 0.1% |
| 845 | 23 | |
| 844 | 3 | < 0.1% |
| 842 | 1 | < 0.1% |
| 841 | 1 | < 0.1% |
| 839 | 6 | 0.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| No Bureau History Available | |
|---|---|
| C-Very Low Risk | |
| A-Very Low Risk | |
| D-Very Low Risk | 483 |
| B-Very Low Risk | 424 |
| Other values (14) |
Length
| Max length | 55 |
|---|---|
| Median length | 27 |
| Mean length | 22.1101 |
| Min length | 10 |
Characters and Unicode
| Total characters | 221101 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No Bureau History Available |
|---|---|
| 2nd row | No Bureau History Available |
| 3rd row | B-Very Low Risk |
| 4th row | No Bureau History Available |
| 5th row | No Bureau History Available |
Common Values
| Value | Count | Frequency (%) |
| No Bureau History Available | 4954 | |
| C-Very Low Risk | 682 | 6.8% |
| A-Very Low Risk | 602 | 6.0% |
| D-Very Low Risk | 483 | 4.8% |
| B-Very Low Risk | 424 | 4.2% |
| K-High Risk | 402 | 4.0% |
| F-Low Risk | 374 | 3.7% |
| M-Very High Risk | 362 | 3.6% |
| H-Medium Risk | 317 | 3.2% |
| I-Medium Risk | 256 | 2.6% |
| Other values (9) | 1144 | 11.4% |
Length
| Value | Count | Frequency (%) |
| available | 5343 | |
| no | 5145 | |
| history | 5124 | |
| bureau | 4954 | |
| risk | 4501 | |
| low | 2191 | 6.1% |
| not | 869 | 2.4% |
| c-very | 682 | 1.9% |
| a-very | 602 | 1.7% |
| scored | 545 | 1.5% |
| Other values (29) | 5737 |
Most occurring characters
| Value | Count | Frequency (%) |
| 25693 | 11.6% | |
| i | 17276 | 7.8% |
| a | 16205 | 7.3% |
| o | 15622 | 7.1% |
| e | 15188 | 6.9% |
| r | 13563 | 6.1% |
| u | 11115 | 5.0% |
| l | 10781 | 4.9% |
| s | 10226 | 4.6% |
| y | 7880 | 3.6% |
| Other values (38) | 77552 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 151261 | |
| Uppercase Letter | 38719 | 17.5% |
| Space Separator | 25693 | 11.6% |
| Dash Punctuation | 4501 | 2.0% |
| Other Punctuation | 545 | 0.2% |
| Decimal Number | 130 | 0.1% |
| Open Punctuation | 126 | 0.1% |
| Close Punctuation | 126 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 17276 | |
| a | 16205 | |
| o | 15622 | |
| e | 15188 | |
| r | 13563 | |
| u | 11115 | |
| l | 10781 | |
| s | 10226 | 6.8% |
| y | 7880 | 5.2% |
| t | 7326 | 4.8% |
| Other values (12) | 26079 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 6393 | |
| N | 6014 | |
| A | 5852 | |
| B | 5378 | |
| R | 4501 | |
| L | 3023 | |
| V | 2600 | |
| M | 935 | 2.4% |
| S | 715 | 1.8% |
| C | 682 | 1.8% |
| Other values (9) | 2626 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 65 | |
| 6 | 65 |
Space Separator
| Value | Count | Frequency (%) |
| 25693 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4501 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 545 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 126 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 126 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 189980 | |
| Common | 31121 | 14.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 17276 | 9.1% |
| a | 16205 | 8.5% |
| o | 15622 | 8.2% |
| e | 15188 | 8.0% |
| r | 13563 | 7.1% |
| u | 11115 | 5.9% |
| l | 10781 | 5.7% |
| s | 10226 | 5.4% |
| y | 7880 | 4.1% |
| t | 7326 | 3.9% |
| Other values (31) | 64798 |
Common
| Value | Count | Frequency (%) |
| 25693 | ||
| - | 4501 | 14.5% |
| : | 545 | 1.8% |
| ( | 126 | 0.4% |
| ) | 126 | 0.4% |
| 3 | 65 | 0.2% |
| 6 | 65 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 221101 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 25693 | 11.6% | |
| i | 17276 | 7.8% |
| a | 16205 | 7.3% |
| o | 15622 | 7.1% |
| e | 15188 | 6.9% |
| r | 13563 | 6.1% |
| u | 11115 | 5.0% |
| l | 10781 | 4.9% |
| s | 10226 | 4.6% |
| y | 7880 | 3.6% |
| Other values (38) | 77552 |
PRI_NO_OF_ACCTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 54 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4961 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 4954 |
| Zeros (%) | 49.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.088454974 |
|---|---|
| Coefficient of variation (CV) | 2.038562147 |
| Kurtosis | 42.18317646 |
| Mean | 2.4961 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.901919475 |
| Sum | 24961 |
| Variance | 25.89237403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4954 | |
| 1 | 1512 | 15.1% |
| 2 | 865 | 8.6% |
| 3 | 529 | 5.3% |
| 4 | 405 | 4.0% |
| 5 | 319 | 3.2% |
| 6 | 257 | 2.6% |
| 7 | 207 | 2.1% |
| 8 | 151 | 1.5% |
| 9 | 131 | 1.3% |
| Other values (44) | 670 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 4954 | |
| 1 | 1512 | 15.1% |
| 2 | 865 | 8.6% |
| 3 | 529 | 5.3% |
| 4 | 405 | 4.0% |
| 5 | 319 | 3.2% |
| 6 | 257 | 2.6% |
| 7 | 207 | 2.1% |
| 8 | 151 | 1.5% |
| 9 | 131 | 1.3% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 57 | 2 | |
| 55 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 46 | 3 |
PRI_ACTIVE_ACCTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0669 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 5804 |
| Zeros (%) | 58.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.013263448 |
|---|---|
| Coefficient of variation (CV) | 1.887021697 |
| Kurtosis | 28.95482826 |
| Mean | 1.0669 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.018695476 |
| Sum | 10669 |
| Variance | 4.053229713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5804 | |
| 1 | 1889 | 18.9% |
| 2 | 911 | 9.1% |
| 3 | 507 | 5.1% |
| 4 | 308 | 3.1% |
| 5 | 215 | 2.1% |
| 6 | 114 | 1.1% |
| 7 | 85 | 0.9% |
| 8 | 44 | 0.4% |
| 9 | 33 | 0.3% |
| Other values (15) | 90 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 5804 | |
| 1 | 1889 | 18.9% |
| 2 | 911 | 9.1% |
| 3 | 507 | 5.1% |
| 4 | 308 | 3.1% |
| 5 | 215 | 2.1% |
| 6 | 114 | 1.1% |
| 7 | 85 | 0.9% |
| 8 | 44 | 0.4% |
| 9 | 33 | 0.3% |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 7 | |
| 15 | 4 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1626 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 8832 |
| Zeros (%) | 88.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5963193772 |
|---|---|
| Coefficient of variation (CV) | 3.667400844 |
| Kurtosis | 312.1682989 |
| Mean | 0.1626 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.70861455 |
| Sum | 1626 |
| Variance | 0.3555967997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8832 | |
| 1 | 892 | 8.9% |
| 2 | 193 | 1.9% |
| 3 | 48 | 0.5% |
| 4 | 20 | 0.2% |
| 6 | 5 | 0.1% |
| 5 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8832 | |
| 1 | 892 | 8.9% |
| 2 | 193 | 1.9% |
| 3 | 48 | 0.5% |
| 4 | 20 | 0.2% |
| 5 | 4 | < 0.1% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 5 | 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 20 | 0.2% |
| 3 | 48 | 0.5% |
| 2 | 193 |
PRI_CURRENT_BALANCE
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 3827 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180406.2596 |
| Minimum | -33286 |
|---|---|
| Maximum | 36939084 |
| Zeros | 6016 |
| Zeros (%) | 60.2% |
| Negative | 18 |
| Negative (%) | 0.2% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | -33286 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 35437.25 |
| 95-th percentile | 862995.75 |
| Maximum | 36939084 |
| Range | 36972370 |
| Interquartile range (IQR) | 35437.25 |
Descriptive statistics
| Standard deviation | 1070291.312 |
|---|---|
| Coefficient of variation (CV) | 5.932672814 |
| Kurtosis | 527.2918274 |
| Mean | 180406.2596 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.90717877 |
| Sum | 1804062596 |
| Variance | 1.145523492 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6016 | |
| 5000 | 7 | 0.1% |
| 800 | 6 | 0.1% |
| 30000 | 5 | 0.1% |
| 22000 | 4 | < 0.1% |
| 20000 | 4 | < 0.1% |
| 59000 | 4 | < 0.1% |
| 1600 | 4 | < 0.1% |
| 40000 | 3 | < 0.1% |
| 25000 | 3 | < 0.1% |
| Other values (3817) | 3944 |
| Value | Count | Frequency (%) |
| -33286 | 1 | |
| -15522 | 1 | |
| -7114 | 1 | |
| -6711 | 1 | |
| -2989 | 1 | |
| -826 | 1 | |
| -311 | 1 | |
| -214 | 1 | |
| -201 | 1 | |
| -52 | 1 |
| Value | Count | Frequency (%) |
| 36939084 | 1 | |
| 33945092 | 1 | |
| 32027420 | 1 | |
| 28990920 | 1 | |
| 28199256 | 1 | |
| 27128894 | 1 | |
| 24705112 | 1 | |
| 21575590 | 1 | |
| 18244196 | 1 | |
| 17216416 | 1 |
PRI_SANCTIONED_AMOUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2805 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 231450.0578 |
| Minimum | 0 |
|---|---|
| Maximum | 42868148 |
| Zeros | 5859 |
| Zeros (%) | 58.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 63834.25 |
| 95-th percentile | 1100121.3 |
| Maximum | 42868148 |
| Range | 42868148 |
| Interquartile range (IQR) | 63834.25 |
Descriptive statistics
| Standard deviation | 1286267.413 |
|---|---|
| Coefficient of variation (CV) | 5.557429646 |
| Kurtosis | 479.8400705 |
| Mean | 231450.0578 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.98218808 |
| Sum | 2314500578 |
| Variance | 1.654483857 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5859 | |
| 50000 | 67 | 0.7% |
| 30000 | 64 | 0.6% |
| 100000 | 50 | 0.5% |
| 20000 | 46 | 0.5% |
| 40000 | 42 | 0.4% |
| 25000 | 39 | 0.4% |
| 200000 | 25 | 0.2% |
| 60000 | 23 | 0.2% |
| 300000 | 23 | 0.2% |
| Other values (2795) | 3762 |
| Value | Count | Frequency (%) |
| 0 | 5859 | |
| 2 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42868148 | 1 | |
| 38851416 | 1 | |
| 38092404 | 1 | |
| 37630424 | 1 | |
| 29354052 | 1 | |
| 28893496 | 1 | |
| 27219772 | 1 | |
| 25510316 | 1 | |
| 25118900 | 1 | |
| 23306064 | 1 |
PRI_DISBURSED_AMOUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2924 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 230204.9529 |
| Minimum | 0 |
|---|---|
| Maximum | 42868148 |
| Zeros | 5863 |
| Zeros (%) | 58.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 62033.25 |
| 95-th percentile | 1095250 |
| Maximum | 42868148 |
| Range | 42868148 |
| Interquartile range (IQR) | 62033.25 |
Descriptive statistics
| Standard deviation | 1284395.948 |
|---|---|
| Coefficient of variation (CV) | 5.579358446 |
| Kurtosis | 481.0344425 |
| Mean | 230204.9529 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.01754561 |
| Sum | 2302049529 |
| Variance | 1.649672952 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 50000 | 66 | 0.7% |
| 30000 | 59 | 0.6% |
| 100000 | 48 | 0.5% |
| 40000 | 39 | 0.4% |
| 20000 | 34 | 0.3% |
| 25000 | 29 | 0.3% |
| 300000 | 24 | 0.2% |
| 200000 | 24 | 0.2% |
| 45000 | 22 | 0.2% |
| Other values (2914) | 3792 |
| Value | Count | Frequency (%) |
| 0 | 5863 | |
| 2 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42868148 | 1 | |
| 38648568 | 1 | |
| 38102204 | 1 | |
| 37629848 | 1 | |
| 29354052 | 1 | |
| 28893496 | 1 | |
| 27219772 | 1 | |
| 25510316 | 1 | |
| 25118900 | 1 | |
| 23306064 | 1 |
SEC_NO_OF_ACCTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0664 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 9738 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7341968023 |
|---|---|
| Coefficient of variation (CV) | 11.05718076 |
| Kurtosis | 1154.133825 |
| Mean | 0.0664 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.48033388 |
| Sum | 664 |
| Variance | 0.5390449445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9738 | |
| 1 | 143 | 1.4% |
| 2 | 57 | 0.6% |
| 3 | 20 | 0.2% |
| 4 | 17 | 0.2% |
| 8 | 6 | 0.1% |
| 6 | 4 | < 0.1% |
| 11 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| Other values (7) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9738 | |
| 1 | 143 | 1.4% |
| 2 | 57 | 0.6% |
| 3 | 20 | 0.2% |
| 4 | 17 | 0.2% |
| 5 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 6 | 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 3 | |
| 10 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 6 | |
| 7 | 1 | < 0.1% |
SEC_ACTIVE_ACCTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0306 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 9822 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3278328651 |
|---|---|
| Coefficient of variation (CV) | 10.71349232 |
| Kurtosis | 702.5196587 |
| Mean | 0.0306 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.40878643 |
| Sum | 306 |
| Variance | 0.1074743874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9822 | |
| 1 | 122 | 1.2% |
| 2 | 33 | 0.3% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 11 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9822 | |
| 1 | 122 | 1.2% |
| 2 | 33 | 0.3% |
| 3 | 11 | 0.1% |
| 4 | 5 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 4 | 5 | 0.1% |
| 3 | 11 | 0.1% |
| 2 | 33 | 0.3% |
| 1 | 122 | 1.2% |
| 0 | 9822 |
SEC_OVERDUE_ACCTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0098 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 9927 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1417955239 |
|---|---|
| Coefficient of variation (CV) | 14.46893101 |
| Kurtosis | 759.2454639 |
| Mean | 0.0098 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.86177536 |
| Sum | 98 |
| Variance | 0.0201059706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9927 | |
| 1 | 62 | 0.6% |
| 2 | 5 | 0.1% |
| 5 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9927 | |
| 1 | 62 | 0.6% |
| 2 | 5 | 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 2 | 5 | 0.1% |
| 1 | 62 | 0.6% |
| 0 | 9927 |
SEC_CURRENT_BALANCE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 150 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7049.7148 |
| Minimum | 0 |
|---|---|
| Maximum | 10779261 |
| Zeros | 9850 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10779261 |
| Range | 10779261 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 194151.8588 |
|---|---|
| Coefficient of variation (CV) | 27.54038487 |
| Kurtosis | 2433.267893 |
| Mean | 7049.7148 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.91407737 |
| Sum | 70497148 |
| Variance | 3.769494428 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9850 | |
| 27296 | 2 | < 0.1% |
| 210646 | 1 | < 0.1% |
| 541134 | 1 | < 0.1% |
| 137353 | 1 | < 0.1% |
| 1900000 | 1 | < 0.1% |
| 54093 | 1 | < 0.1% |
| 1180016 | 1 | < 0.1% |
| 5162 | 1 | < 0.1% |
| 1376603 | 1 | < 0.1% |
| Other values (140) | 140 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 9850 | |
| 99 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 183 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| 608 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 1358 | 1 | < 0.1% |
| 1687 | 1 | < 0.1% |
| 1722 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10779261 | 1 | |
| 10716039 | 1 | |
| 9328157 | 1 | |
| 3618737 | 1 | |
| 3558071 | 1 | |
| 2524747 | 1 | |
| 2067601 | 1 | |
| 1900000 | 1 | |
| 1651016 | 1 | |
| 1463930 | 1 |
SEC_SANCTIONED_AMOUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 150 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9512.7601 |
| Minimum | 0 |
|---|---|
| Maximum | 11900000 |
| Zeros | 9824 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11900000 |
| Range | 11900000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 223043.16 |
|---|---|
| Coefficient of variation (CV) | 23.44673445 |
| Kurtosis | 2100.033743 |
| Mean | 9512.7601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.77652496 |
| Sum | 95127601 |
| Variance | 4.97482512 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 50000 | 7 | 0.1% |
| 40000 | 4 | < 0.1% |
| 43000 | 4 | < 0.1% |
| 29000 | 3 | < 0.1% |
| 57000 | 3 | < 0.1% |
| 35000 | 2 | < 0.1% |
| 200000 | 2 | < 0.1% |
| 68000 | 2 | < 0.1% |
| 500000 | 2 | < 0.1% |
| Other values (140) | 147 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 82 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 250 | 1 | < 0.1% |
| 346 | 1 | < 0.1% |
| 771 | 1 | < 0.1% |
| 1358 | 1 | < 0.1% |
| 3051 | 1 | < 0.1% |
| 5751 | 1 | < 0.1% |
| 6343 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11900000 | 1 | |
| 11365790 | 1 | |
| 11000000 | 1 | |
| 3953133 | 1 | |
| 3503003 | 1 | |
| 3183000 | 1 | |
| 3098146 | 1 | |
| 2796000 | 1 | |
| 2200000 | 1 | |
| 2100000 | 1 |
SEC_DISBURSED_AMOUNT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 158 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9433.451 |
| Minimum | 0 |
|---|---|
| Maximum | 11900000 |
| Zeros | 9826 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11900000 |
| Range | 11900000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 222742.932 |
|---|---|
| Coefficient of variation (CV) | 23.61203043 |
| Kurtosis | 2110.600808 |
| Mean | 9433.451 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.90236866 |
| Sum | 94334510 |
| Variance | 4.961441377 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9826 | |
| 50000 | 4 | < 0.1% |
| 43000 | 4 | < 0.1% |
| 40000 | 3 | < 0.1% |
| 29000 | 3 | < 0.1% |
| 48000 | 2 | < 0.1% |
| 17050 | 2 | < 0.1% |
| 500000 | 2 | < 0.1% |
| 2000000 | 2 | < 0.1% |
| 200000 | 2 | < 0.1% |
| Other values (148) | 150 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 9826 | |
| 82 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 250 | 1 | < 0.1% |
| 346 | 1 | < 0.1% |
| 479 | 1 | < 0.1% |
| 771 | 1 | < 0.1% |
| 1100 | 1 | < 0.1% |
| 1358 | 1 | < 0.1% |
| 3051 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11900000 | 1 | |
| 11365790 | 1 | |
| 11000000 | 1 | |
| 3953133 | 1 | |
| 3503003 | 1 | |
| 3115312 | 1 | |
| 2993739 | 1 | |
| 2796000 | 1 | |
| 2200000 | 1 | |
| 2100000 | 1 |
| Distinct | 2789 |
|---|---|
| Distinct (%) | 27.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12425.418 |
| Minimum | 0 |
|---|---|
| Maximum | 5718114 |
| Zeros | 6776 |
| Zeros (%) | 67.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2091.75 |
| 95-th percentile | 27521.15 |
| Maximum | 5718114 |
| Range | 5718114 |
| Interquartile range (IQR) | 2091.75 |
Descriptive statistics
| Standard deviation | 109509.4272 |
|---|---|
| Coefficient of variation (CV) | 8.813339492 |
| Kurtosis | 1242.620511 |
| Mean | 12425.418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.58056146 |
| Sum | 124254180 |
| Variance | 1.199231464 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6776 | |
| 1620 | 12 | 0.1% |
| 2000 | 9 | 0.1% |
| 1350 | 7 | 0.1% |
| 1700 | 6 | 0.1% |
| 1399 | 6 | 0.1% |
| 1250 | 6 | 0.1% |
| 1600 | 6 | 0.1% |
| 1900 | 5 | 0.1% |
| 1000 | 5 | 0.1% |
| Other values (2779) | 3162 |
| Value | Count | Frequency (%) |
| 0 | 6776 | |
| 1 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5718114 | 1 | |
| 4897837 | 1 | |
| 2614000 | 1 | |
| 2552650 | 1 | |
| 2082392 | 1 | |
| 1913555 | 1 | |
| 1772411 | 1 | |
| 1641779 | 1 | |
| 1500510 | 1 | |
| 1396000 | 1 |
| Distinct | 106 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 230.0842 |
| Minimum | 0 |
|---|---|
| Maximum | 280000 |
| Zeros | 9895 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 280000 |
| Range | 280000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5467.922584 |
|---|---|
| Coefficient of variation (CV) | 23.76487644 |
| Kurtosis | 1345.73446 |
| Mean | 230.0842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.50502137 |
| Sum | 2300842 |
| Variance | 29898177.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9895 | |
| 1404 | 1 | < 0.1% |
| 1046 | 1 | < 0.1% |
| 2990 | 1 | < 0.1% |
| 23528 | 1 | < 0.1% |
| 14611 | 1 | < 0.1% |
| 2270 | 1 | < 0.1% |
| 8338 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 1258 | 1 | < 0.1% |
| Other values (96) | 96 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 9895 | |
| 66 | 1 | < 0.1% |
| 231 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 784 | 1 | < 0.1% |
| 833 | 1 | < 0.1% |
| 1025 | 1 | < 0.1% |
| 1046 | 1 | < 0.1% |
| 1100 | 1 | < 0.1% |
| 1166 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 280000 | 1 | |
| 219214 | 1 | |
| 181000 | 1 | |
| 162882 | 1 | |
| 160569 | 1 | |
| 146920 | 1 | |
| 135000 | 1 | |
| 114000 | 1 | |
| 102999 | 1 | |
| 99235 | 1 |
NEW_ACCTS_IN_LAST_SIX_MONTHS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3886 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 7737 |
| Zeros (%) | 77.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9457692572 |
|---|---|
| Coefficient of variation (CV) | 2.433786045 |
| Kurtosis | 25.20272341 |
| Mean | 0.3886 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.071617201 |
| Sum | 3886 |
| Variance | 0.8944794879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7737 | |
| 1 | 1414 | 14.1% |
| 2 | 477 | 4.8% |
| 3 | 185 | 1.8% |
| 4 | 92 | 0.9% |
| 5 | 41 | 0.4% |
| 6 | 24 | 0.2% |
| 7 | 14 | 0.1% |
| 8 | 8 | 0.1% |
| 9 | 3 | < 0.1% |
| Other values (3) | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7737 | |
| 1 | 1414 | 14.1% |
| 2 | 477 | 4.8% |
| 3 | 185 | 1.8% |
| 4 | 92 | 0.9% |
| 5 | 41 | 0.4% |
| 6 | 24 | 0.2% |
| 7 | 14 | 0.1% |
| 8 | 8 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 8 | 0.1% |
| 7 | 14 | 0.1% |
| 6 | 24 | 0.2% |
| 5 | 41 | 0.4% |
| 4 | 92 | |
| 3 | 185 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1044 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 9182 |
| Zeros (%) | 91.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4165549085 |
|---|---|
| Coefficient of variation (CV) | 3.989989545 |
| Kurtosis | 105.5409615 |
| Mean | 0.1044 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.502574674 |
| Sum | 1044 |
| Variance | 0.1735179918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9182 | |
| 1 | 662 | 6.6% |
| 2 | 126 | 1.3% |
| 3 | 16 | 0.2% |
| 4 | 5 | 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9182 | |
| 1 | 662 | 6.6% |
| 2 | 126 | 1.3% |
| 3 | 16 | 0.2% |
| 4 | 5 | 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 5 | 0.1% |
| 3 | 16 | 0.2% |
| 2 | 126 | 1.3% |
| 1 | 662 | 6.6% |
| 0 | 9182 |
| Distinct | 112 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0yrs 0mon | |
|---|---|
| 0yrs 6mon | 258 |
| 0yrs 10mon | 235 |
| 0yrs 7mon | 233 |
| 1yrs 0mon | 224 |
| Other values (107) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 9.0769 |
| Min length | 9 |
Characters and Unicode
| Total characters | 90769 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 0yrs 0mon |
|---|---|
| 2nd row | 0yrs 0mon |
| 3rd row | 0yrs 5mon |
| 4th row | 0yrs 0mon |
| 5th row | 0yrs 0mon |
Common Values
| Value | Count | Frequency (%) |
| 0yrs 0mon | 5084 | |
| 0yrs 6mon | 258 | 2.6% |
| 0yrs 10mon | 235 | 2.4% |
| 0yrs 7mon | 233 | 2.3% |
| 1yrs 0mon | 224 | 2.2% |
| 0yrs 8mon | 220 | 2.2% |
| 0yrs 9mon | 219 | 2.2% |
| 0yrs 11mon | 203 | 2.0% |
| 0yrs 5mon | 200 | 2.0% |
| 1yrs 1mon | 193 | 1.9% |
| Other values (102) | 2931 |
Length
| Value | Count | Frequency (%) |
| 0yrs | 7188 | |
| 0mon | 5467 | |
| 1yrs | 1584 | 7.9% |
| 2yrs | 672 | 3.4% |
| 6mon | 466 | 2.3% |
| 1mon | 453 | 2.3% |
| 4mon | 429 | 2.1% |
| 5mon | 420 | 2.1% |
| 7mon | 419 | 2.1% |
| 2mon | 415 | 2.1% |
| Other values (16) | 2487 | 12.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13050 | |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| 10000 | ||
| m | 10000 | |
| o | 10000 | |
| n | 10000 | |
| 1 | 3176 | 3.5% |
| 2 | 1090 | 1.2% |
| Other values (7) | 3453 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60000 | |
| Decimal Number | 20769 | 22.9% |
| Space Separator | 10000 | 11.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13050 | |
| 1 | 3176 | 15.3% |
| 2 | 1090 | 5.2% |
| 3 | 675 | 3.3% |
| 4 | 558 | 2.7% |
| 6 | 500 | 2.4% |
| 5 | 488 | 2.3% |
| 7 | 440 | 2.1% |
| 9 | 396 | 1.9% |
| 8 | 396 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| m | 10000 | |
| o | 10000 | |
| n | 10000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60000 | |
| Common | 30769 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13050 | |
| 10000 | ||
| 1 | 3176 | 10.3% |
| 2 | 1090 | 3.5% |
| 3 | 675 | 2.2% |
| 4 | 558 | 1.8% |
| 6 | 500 | 1.6% |
| 5 | 488 | 1.6% |
| 7 | 440 | 1.4% |
| 9 | 396 | 1.3% |
Latin
| Value | Count | Frequency (%) |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| m | 10000 | |
| o | 10000 | |
| n | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90769 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13050 | |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| 10000 | ||
| m | 10000 | |
| o | 10000 | |
| n | 10000 | |
| 1 | 3176 | 3.5% |
| 2 | 1090 | 1.2% |
| Other values (7) | 3453 | 3.8% |
| Distinct | 187 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0yrs 0mon | |
|---|---|
| 0yrs 6mon | 215 |
| 2yrs 1mon | 213 |
| 0yrs 7mon | 172 |
| 2yrs 0mon | 157 |
| Other values (182) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.0894 |
| Min length | 9 |
Characters and Unicode
| Total characters | 90894 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 0yrs 0mon |
|---|---|
| 2nd row | 0yrs 0mon |
| 3rd row | 0yrs 5mon |
| 4th row | 0yrs 0mon |
| 5th row | 0yrs 0mon |
Common Values
| Value | Count | Frequency (%) |
| 0yrs 0mon | 5075 | |
| 0yrs 6mon | 215 | 2.1% |
| 2yrs 1mon | 213 | 2.1% |
| 0yrs 7mon | 172 | 1.7% |
| 2yrs 0mon | 157 | 1.6% |
| 1yrs 0mon | 150 | 1.5% |
| 1yrs 1mon | 140 | 1.4% |
| 1yrs 11mon | 112 | 1.1% |
| 0yrs 8mon | 109 | 1.1% |
| 1yrs 3mon | 108 | 1.1% |
| Other values (177) | 3549 |
Length
| Value | Count | Frequency (%) |
| 0yrs | 6280 | |
| 0mon | 5582 | |
| 1yrs | 1201 | 6.0% |
| 2yrs | 957 | 4.8% |
| 1mon | 613 | 3.1% |
| 3yrs | 505 | 2.5% |
| 6mon | 495 | 2.5% |
| 7mon | 404 | 2.0% |
| 2mon | 395 | 2.0% |
| 3mon | 384 | 1.9% |
| Other values (23) | 3184 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12254 | |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| 10000 | ||
| m | 10000 | |
| o | 10000 | |
| n | 10000 | |
| 1 | 3126 | 3.4% |
| 2 | 1390 | 1.5% |
| Other values (7) | 4124 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60000 | |
| Decimal Number | 20894 | 23.0% |
| Space Separator | 10000 | 11.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12254 | |
| 1 | 3126 | 15.0% |
| 2 | 1390 | 6.7% |
| 3 | 913 | 4.4% |
| 4 | 666 | 3.2% |
| 6 | 622 | 3.0% |
| 5 | 604 | 2.9% |
| 7 | 499 | 2.4% |
| 8 | 420 | 2.0% |
| 9 | 400 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| m | 10000 | |
| o | 10000 | |
| n | 10000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60000 | |
| Common | 30894 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12254 | |
| 10000 | ||
| 1 | 3126 | 10.1% |
| 2 | 1390 | 4.5% |
| 3 | 913 | 3.0% |
| 4 | 666 | 2.2% |
| 6 | 622 | 2.0% |
| 5 | 604 | 2.0% |
| 7 | 499 | 1.6% |
| 8 | 420 | 1.4% |
Latin
| Value | Count | Frequency (%) |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| m | 10000 | |
| o | 10000 | |
| n | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90894 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12254 | |
| y | 10000 | |
| r | 10000 | |
| s | 10000 | |
| 10000 | ||
| m | 10000 | |
| o | 10000 | |
| n | 10000 | |
| 1 | 3126 | 3.4% |
| 2 | 1390 | 1.5% |
| Other values (7) | 4124 | 4.5% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2133 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 8624 |
| Zeros (%) | 86.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7317490387 |
|---|---|
| Coefficient of variation (CV) | 3.430609652 |
| Kurtosis | 112.0155896 |
| Mean | 0.2133 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.899853101 |
| Sum | 2133 |
| Variance | 0.5354566557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8624 | |
| 1 | 989 | 9.9% |
| 2 | 236 | 2.4% |
| 3 | 70 | 0.7% |
| 4 | 37 | 0.4% |
| 5 | 18 | 0.2% |
| 6 | 10 | 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (6) | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8624 | |
| 1 | 989 | 9.9% |
| 2 | 236 | 2.4% |
| 3 | 70 | 0.7% |
| 4 | 37 | 0.4% |
| 5 | 18 | 0.2% |
| 6 | 10 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 10 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6746 | |
| 1 | 3254 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | UNIQUEID | DISBURSED_AMOUNT | ASSET_COST | LTV | BRANCH_ID | SUPPLIER_ID | MANUFACTURER_ID | CURRENT_PINCODE_ID | DATE_OF_BIRTH | EMPLOYMENT_TYPE | DISBURSAL_DATE | STATE_ID | EMPLOYEE_CODE_ID | MOBILENO_AVL_FLAG | AADHAR_FLAG | PAN_FLAG | VOTERID_FLAG | DRIVING_FLAG | PASSPORT_FLAG | PERFORM_CNS_SCORE | PERFORM_CNS_SCORE_DESCRIPTION | PRI_NO_OF_ACCTS | PRI_ACTIVE_ACCTS | PRI_OVERDUE_ACCTS | PRI_CURRENT_BALANCE | PRI_SANCTIONED_AMOUNT | PRI_DISBURSED_AMOUNT | SEC_NO_OF_ACCTS | SEC_ACTIVE_ACCTS | SEC_OVERDUE_ACCTS | SEC_CURRENT_BALANCE | SEC_SANCTIONED_AMOUNT | SEC_DISBURSED_AMOUNT | PRIMARY_INSTAL_AMT | SEC_INSTAL_AMT | NEW_ACCTS_IN_LAST_SIX_MONTHS | DELINQUENT_ACCTS_IN_LAST_SIX_MONTHS | AVERAGE_ACCT_AGE | CREDIT_HISTORY_LENGTH | NO_OF_INQUIRIES | LOAN_DEFAULT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27628 | 573637 | 51280 | 68844 | 76.99 | 20 | 14004 | 86 | 6307 | 1984-03-06 | Salaried | 2018-10-13 | 5 | 674 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 1 | 116249 | 539920 | 59713 | 72551 | 84.08 | 20 | 18110 | 86 | 6279 | 1972-05-07 | Self employed | 2018-09-26 | 5 | 1296 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 1 |
| 2 | 119467 | 615203 | 52818 | 68007 | 83.81 | 78 | 18804 | 86 | 2450 | 1976-01-01 | Salaried | 2018-10-24 | 4 | 1357 | 1 | 1 | 0 | 0 | 0 | 0 | 763 | B-Very Low Risk | 1 | 1 | 0 | 2496 | 9990 | 9990 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0yrs 5mon | 0yrs 5mon | 0 | 0 |
| 3 | 78738 | 443321 | 48349 | 62188 | 80.40 | 34 | 18006 | 86 | 997 | 1986-01-15 | Self employed | 2018-08-17 | 6 | 1961 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 1 |
| 4 | 5957 | 613497 | 60547 | 83000 | 74.58 | 18 | 17292 | 48 | 2686 | 1988-01-01 | Self employed | 2018-10-24 | 4 | 155 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 5 | 8601 | 580160 | 41394 | 75931 | 56.63 | 1 | 18564 | 45 | 6104 | 1989-01-01 | Self employed | 2018-10-15 | 3 | 1237 | 1 | 1 | 0 | 0 | 0 | 0 | 365 | K-High Risk | 4 | 4 | 1 | 1003381 | 1069786 | 1069786 | 0 | 0 | 0 | 0 | 0 | 0 | 13434 | 0 | 1 | 2 | 1yrs 3mon | 2yrs 6mon | 0 | 1 |
| 6 | 63416 | 621570 | 42484 | 70090 | 62.90 | 36 | 18520 | 86 | 6752 | 1988-07-01 | Salaried | 2018-10-25 | 13 | 1122 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 7 | 80328 | 574997 | 70667 | 91070 | 79.99 | 135 | 22002 | 120 | 1596 | 1988-05-15 | Salaried | 2018-10-13 | 4 | 2128 | 1 | 1 | 1 | 0 | 0 | 0 | 778 | B-Very Low Risk | 6 | 4 | 0 | 1664559 | 3343582 | 3300003 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1yrs 11mon | 3yrs 7mon | 0 | 0 |
| 8 | 46055 | 426611 | 54759 | 64303 | 87.09 | 5 | 14347 | 86 | 3353 | 1989-06-20 | Salaried | 2018-08-07 | 9 | 805 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 1 |
| 9 | 10221 | 505073 | 67517 | 124403 | 56.51 | 36 | 24044 | 120 | 6724 | 1989-07-14 | Self employed | 2018-09-14 | 13 | 2820 | 1 | 0 | 1 | 1 | 0 | 0 | 790 | B-Very Low Risk | 3 | 3 | 0 | 9171 | 110000 | 10195 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0yrs 9mon | 1yrs 8mon | 0 | 0 |
Last rows
| df_index | UNIQUEID | DISBURSED_AMOUNT | ASSET_COST | LTV | BRANCH_ID | SUPPLIER_ID | MANUFACTURER_ID | CURRENT_PINCODE_ID | DATE_OF_BIRTH | EMPLOYMENT_TYPE | DISBURSAL_DATE | STATE_ID | EMPLOYEE_CODE_ID | MOBILENO_AVL_FLAG | AADHAR_FLAG | PAN_FLAG | VOTERID_FLAG | DRIVING_FLAG | PASSPORT_FLAG | PERFORM_CNS_SCORE | PERFORM_CNS_SCORE_DESCRIPTION | PRI_NO_OF_ACCTS | PRI_ACTIVE_ACCTS | PRI_OVERDUE_ACCTS | PRI_CURRENT_BALANCE | PRI_SANCTIONED_AMOUNT | PRI_DISBURSED_AMOUNT | SEC_NO_OF_ACCTS | SEC_ACTIVE_ACCTS | SEC_OVERDUE_ACCTS | SEC_CURRENT_BALANCE | SEC_SANCTIONED_AMOUNT | SEC_DISBURSED_AMOUNT | PRIMARY_INSTAL_AMT | SEC_INSTAL_AMT | NEW_ACCTS_IN_LAST_SIX_MONTHS | DELINQUENT_ACCTS_IN_LAST_SIX_MONTHS | AVERAGE_ACCT_AGE | CREDIT_HISTORY_LENGTH | NO_OF_INQUIRIES | LOAN_DEFAULT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 18960 | 521247 | 70123 | 92000 | 77.17 | 2 | 23852 | 86 | 1651 | 1992-04-28 | Self employed | 2018-09-20 | 4 | 1635 | 1 | 1 | 0 | 0 | 0 | 0 | 692 | E-Low Risk | 2 | 2 | 0 | 341268 | 875000 | 849871 | 0 | 0 | 0 | 0 | 0 | 0 | 29348 | 0 | 1 | 0 | 1yrs 0mon | 1yrs 10mon | 0 | 0 |
| 9991 | 83834 | 484368 | 49049 | 76950 | 64.98 | 138 | 14108 | 51 | 3342 | 1982-10-30 | Salaried | 2018-08-31 | 9 | 3219 | 1 | 1 | 1 | 0 | 0 | 0 | 603 | H-Medium Risk | 4 | 1 | 1 | 49157 | 50000 | 50000 | 0 | 0 | 0 | 0 | 0 | 0 | 2343 | 0 | 1 | 2 | 1yrs 2mon | 2yrs 6mon | 0 | 0 |
| 9992 | 125569 | 570542 | 44394 | 72486 | 62.08 | 20 | 23945 | 49 | 6224 | 1994-02-23 | Self employed | 2018-10-11 | 5 | 1482 | 1 | 1 | 0 | 0 | 0 | 0 | 836 | A-Very Low Risk | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2yrs 1mon | 2yrs 1mon | 0 | 0 |
| 9993 | 70903 | 461837 | 50253 | 65400 | 79.43 | 16 | 22004 | 45 | 3036 | 1974-01-01 | Salaried | 2018-08-24 | 14 | 439 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 9994 | 126431 | 626619 | 51999 | 67795 | 82.60 | 103 | 18823 | 86 | 6976 | 1997-05-03 | Salaried | 2018-10-26 | 7 | 1238 | 1 | 1 | 0 | 0 | 0 | 0 | 825 | A-Very Low Risk | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4806 | 0 | 0 | 1 | 0yrs 6mon | 0yrs 7mon | 0 | 0 |
| 9995 | 72798 | 569223 | 58697 | 73998 | 81.76 | 105 | 15798 | 86 | 1192 | 1994-08-01 | Self employed | 2018-10-11 | 6 | 3414 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 9996 | 29833 | 635227 | 50783 | 78558 | 65.53 | 82 | 18559 | 86 | 4878 | 1971-05-25 | Self employed | 2018-10-29 | 19 | 3344 | 1 | 1 | 0 | 0 | 0 | 0 | 783 | B-Very Low Risk | 5 | 1 | 0 | 1638 | 300000 | 300000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2yrs 1mon | 3yrs 6mon | 0 | 0 |
| 9997 | 55089 | 528884 | 53559 | 67813 | 81.55 | 77 | 18397 | 45 | 2341 | 1996-05-21 | Salaried | 2018-09-23 | 4 | 2642 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 1 |
| 9998 | 13109 | 627181 | 49349 | 105291 | 47.49 | 9 | 16450 | 49 | 5368 | 1992-01-20 | Salaried | 2018-10-26 | 3 | 2253 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 9999 | 90677 | 468415 | 37439 | 63596 | 60.54 | 18 | 14878 | 45 | 2762 | 1983-05-03 | Self employed | 2018-08-28 | 4 | 1696 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 1 |